But I'm not at all sure how important that difference is . . . .  With the
brain being a massively parallel system, there isn't necessarily a huge
advantage in "compiling knowledge" (I can come up with both advantages and
disadvantages) and I suspect that there are more than enough surprises that
we have absolutely no way of guessing where on the spectrum of compilation
vs. not the brain actually is.

Neuroscience makes clear that most of human long-term memory is
actually constructive and inventive rather than strictly recollective,
see e.g. Israel Rosenfield's nice book "The Invention of Memory"

www.amazon.com/ Invention-Memory-New-View-Brain/dp/0465035922

as well as a lot of more recent research....  So the knowledge that is
compiled in the human brain, is compiled in a way that assumes
self-organizing and creative cognitive processes will be used to
extract and apply it...

IMO in an AGI system **much** knowledge must also be stored/retrieved
in this sort of way (where retrieval is construction/invention).  But
AGI's will also have more opportunity than the normal human brain to
use idiot-savant-like "precise computer-like memory" when
appropriate...

Ben G

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